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Benchmarks
Episodic Recollection on LoCoMo
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48
F1 Score (%)
Oracle Message
24.184
30.367
36.55
42.733
Feb 13, 2026
F1 Score (%)
BLEU-1 Score (%)
LLM-J Score (%)
Updated 4d ago
Evaluation Results
Method
Method
Links
F1 Score (%)
BLEU-1 Score (%)
LLM-J Score (%)
Oracle Message
2026.02
48
38.3
81
REMem-I
mode=iterative, retrie...
2026.02
42.4
32.7
76.2
REMem-S
mode=single-step, retr...
2026.02
41.3
31.5
77.5
NV-Embed-v2
parameters=7B
2026.02
39.6
31
73
HippoRAG 2
retrieval_scope=top-3...
2026.02
39
30.8
74
Full-Context
2026.02
37.8
28.6
76.7
Qwen3-Embed
parameters=8B
2026.02
35.3
28.9
64.2
Graphiti
retrieval_scope=top-10...
2026.02
33.7
28.9
52.5
Mem0
retrieval_scope=top-10...
2026.02
25.1
18
49.7
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